{"id":"W4248845899","doi":"10.1017/s0899823x00198770","title":"ICE volume 26 issue 9 Front matter","year":2005,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health; University of Saskatchewan; Washington State Department of Labor and Industries; Washington State University","keywords":"Front (military); Volume (thermodynamics); Action (physics); Computer science; Geography; Meteorology; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009553553,0.0001459684,0.0005885723,0.0001169128,0.0001605324,0.00002778966,0.0000723065,0.0001227799,0.01558962],"category_scores_gemma":[0.0002839047,0.0001515669,0.000120426,0.00003850342,0.0001686953,0.000264049,0.0000495108,0.0001203238,0.1080482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006323132,"about_ca_system_score_gemma":0.000004318279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078968,"about_ca_topic_score_gemma":0.00004194904,"domain_scores_codex":[0.998549,0.00003498102,0.0005961959,0.0004694716,0.00001012499,0.0003402591],"domain_scores_gemma":[0.9992766,0.0001521528,0.0002852561,0.0001718237,0.00002350793,0.00009068585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000983738,0.00004186832,0.5671065,0.000007092417,0.00007996259,3.971921e-7,0.0001640196,0.0001844731,6.791543e-7,0.01229513,0.4168859,0.003224122],"study_design_scores_gemma":[0.000520541,0.00006057209,0.2676181,0.000002004813,0.000007335165,0.000002875094,0.00001947718,0.003541535,3.94131e-7,0.003386797,0.7246911,0.0001493223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1990274,0.01975601,0.01903282,0.07432429,0.0152796,0.0008488629,0.000493604,0.00035832,0.6708791],"genre_scores_gemma":[0.8682891,0.0008147093,0.0004398789,0.008075253,0.0009615229,0.00005330289,0.000005015533,0.00001953452,0.1213417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6692617,"threshold_uncertainty_score":0.9853103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02008227347981307,"score_gpt":0.2293248069735997,"score_spread":0.2092425334937867,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}